AI Pipelines & LLM Tools

Leverage the power of AI with on-site tools that respect your data privacy. From chat interfaces to retrieval-augmented generation, we build AI that works for your workflows.

  • On-Site AI Chat

    Deploy local, private LLMs.

    • Self-hosted LLMs via Ollama, OpenWebUI, and LM Studio
    • Fine-tuned prompts and tools for internal data chatbots
    • Support for private document ingestion and semantic search
    • Role-based permissioning for internal-only Q&A
    • Lightweight deployment with Docker, Podman, or systemd

  • RAG + Vector DB

    Knowledge retrieval pipelines.

    • Ingestion pipelines for embedding structured/unstructured content
    • Transformations using OpenAI, HuggingFace, or local models
    • Database mapping with Neo4j before vectorization
    • Storage in Qdrant or Weaviate with metadata tagging
    • Query logic for context-based document retrieval